Machine Learning Algorithms: Selection of Appropriate Validation Populations for Cardiology Research-Be Careful!
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| Title: | Machine Learning Algorithms: Selection of Appropriate Validation Populations for Cardiology Research-Be Careful! |
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| Authors: | Sanders WE Jr; CorVista Health, Inc, Washington, DC, USA; University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA. Electronic address: wsanders@corvista.com., Khedraki R; Scripps Clinic, San Diego, California, USA., Rabbat M; Loyola University Medical Center, Maywood, Illinois, USA., McMinn TR; Austin Heart, Austin, Texas, USA., Burton T; CorVista Health(†), Toronto, Ontario, Canada., Khosousi A; CorVista Health(†), Toronto, Ontario, Canada., Fathieh F; CorVista Health(†), Toronto, Ontario, Canada., Gillins HR; CorVista Health, Inc, Washington, DC, USA., Ramchandani S; CorVista Health(†), Toronto, Ontario, Canada., Shadforth IP; CorVista Health, Inc, Washington, DC, USA. |
| Source: | JACC. Advances [JACC Adv] 2023 Jan 11; Vol. 2 (1), pp. 100166. Date of Electronic Publication: 2023 Jan 11 (Print Publication: 2023). |
| Publication Type: | Editorial |
| Journal Info: | Publisher: Elsevier Inc Country of Publication: United States NLM ID: 9918419284106676 Publication Model: eCollection Cited Medium: Internet ISSN: 2772-963X (Electronic) Linking ISSN: 2772963X NLM ISO Abbreviation: JACC Adv Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| FullText | Text: Availability: 0 |
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| Header | DbId: mdl DbLabel: MEDLINE Ultimate An: 38939020 AccessLevel: 2 PubType: Editorial & Opinion PubTypeId: editorialOpinion PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: Machine Learning Algorithms: Selection of Appropriate Validation Populations for Cardiology Research-Be Careful! – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AU" term="%22Sanders+WE+Jr%22">Sanders WE Jr</searchLink>; CorVista Health, Inc, Washington, DC, USA; University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA. Electronic address: wsanders@corvista.com.<br /><searchLink fieldCode="AU" term="%22Khedraki+R%22">Khedraki R</searchLink>; Scripps Clinic, San Diego, California, USA.<br /><searchLink fieldCode="AU" term="%22Rabbat+M%22">Rabbat M</searchLink>; Loyola University Medical Center, Maywood, Illinois, USA.<br /><searchLink fieldCode="AU" term="%22McMinn+TR%22">McMinn TR</searchLink>; Austin Heart, Austin, Texas, USA.<br /><searchLink fieldCode="AU" term="%22Burton+T%22">Burton T</searchLink>; CorVista Health(†), Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Khosousi+A%22">Khosousi A</searchLink>; CorVista Health(†), Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Fathieh+F%22">Fathieh F</searchLink>; CorVista Health(†), Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Gillins+HR%22">Gillins HR</searchLink>; CorVista Health, Inc, Washington, DC, USA.<br /><searchLink fieldCode="AU" term="%22Ramchandani+S%22">Ramchandani S</searchLink>; CorVista Health(†), Toronto, Ontario, Canada.<br /><searchLink fieldCode="AU" term="%22Shadforth+IP%22">Shadforth IP</searchLink>; CorVista Health, Inc, Washington, DC, USA. – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%229918419284106676%22">JACC. Advances</searchLink> [JACC Adv] 2023 Jan 11; Vol. 2 (1), pp. 100166. <i>Date of Electronic Publication: </i>2023 Jan 11 (<i>Print Publication: </i>2023). – Name: TypePub Label: Publication Type Group: TypPub Data: Editorial – Name: TitleSource Label: Journal Info Group: Src Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier+Inc%22">Elsevier Inc </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9918419284106676 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>2772-963X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%222772963X%22">2772963X </searchLink><i>NLM ISO Abbreviation: </i>JACC Adv <i>Subsets: </i>PubMed not MEDLINE |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=38939020 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1016/j.jacadv.2022.100166 Languages: – Code: eng Text: English PhysicalDescription: Pagination: StartPage: 100166 Titles: – TitleFull: Machine Learning Algorithms: Selection of Appropriate Validation Populations for Cardiology Research-Be Careful! Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sanders WE Jr – PersonEntity: Name: NameFull: Khedraki R – PersonEntity: Name: NameFull: Rabbat M – PersonEntity: Name: NameFull: McMinn TR – PersonEntity: Name: NameFull: Burton T – PersonEntity: Name: NameFull: Khosousi A – PersonEntity: Name: NameFull: Fathieh F – PersonEntity: Name: NameFull: Gillins HR – PersonEntity: Name: NameFull: Ramchandani S – PersonEntity: Name: NameFull: Shadforth IP IsPartOfRelationships: – BibEntity: Dates: – D: 11 M: 01 Text: 2023 Jan 11 Type: published Y: 2023 Identifiers: – Type: issn-electronic Value: 2772-963X Numbering: – Type: volume Value: 2 – Type: issue Value: 1 Titles: – TitleFull: JACC. Advances Type: main |
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